Proceedings of the Twenty-Seventh Innovative Applications of Artificial Intelligence Conference
Sponsored by the Association for the Advancement of Artificial Intelligence
Edited by David Gunning (Program Chair) and Peter Z. Yeh (Program Cochair)
January 25 – 30, 2015, Austin, Texas USA. Published by The AAAI Press, Palo Alto, California.
This proceedings is also available in book format.
Contents
Deployed Applications
Activity Planning for a Lunar Orbital Mission
/ 3887
John L. Bresina
Robust System for Identifying Procurement Fraud
/ 3896
Amit Dhurandhar, Rajesh Ravi, Bruce Graves, Gopikrishnan Maniachari, Markus Ettl
Position Assignment on an Enterprise Level Using Combinatorial Optimization
/ 3904
Leonard Kinnaird-Heether, Chris Dorman
Graph Analysis for Detecting Fraud, Waste, and Abuse in Healthcare Data
/ 3912
Juan Liu, Eric Bier, Aaron Wilson, Tomo Honda, Sricharan Kumar, Leilani Gilpin, John Guerra-Gomez, Daniel Davies
Planned Protest Modeling in News and Social Media
/ 3920
Sathappan Muthiah, Bert Huang, Jaime Arredondo, David Mares, Lise Getoor, Graham Katz, Naren Ramakrishnan
Process Diagnosis System (PDS) — A 30 Year History
/ 3928
Edward D. Thompson, Ethan Frolich, James C. Bellows, Benjamin E. Bassford, Edward J. Skiko, Mark S. Fox
Emerging Applications
Named Entity Recognition in Travel-Related Search Queries
/ 3935
Brooke Cowan, Sven Zethelius, Brittany Luk, Teodora Baras, Prachi Ukarde, Daodao Zhang
Automated Problem List Generation from Electronic Medical Records in IBM Watson
/ 3942
Murthy Devarakonda, Ching-Huei Tsou
Using Qualitative Spatial Logic for Validating Crowd-Sourced Geospatial Data
/ 3948
Heshan Du, Hai Nguyen, Natasha Alechina, Brian Logan, Michael Jackson, John Goodwin
Day-Ahead Hail Prediction Integrating Machine Learning with Storm-Scale Numerical Weather Models
/ 3954
David John Gagne II, Amy McGovern, Jerald Brotzge, Michael Coniglio, James Correia Jr., Ming Xue
Capturing Human Route Preferences From Track Information: New Results
/ 3961
Johnathan Gohde, Mark Boddy, Hazel Shackleton, Steve Johnston
Design and Experiment of a Collaborative Planning Service for NetCentric International Brigade Command
/ 3967
Christophe Guettier, Willy Lamal, Israël Mayk, Jacques Yelloz
Aggregating User Input in Ecology Citizen Science Projects
/ 3975
Greg Hines, Alexandra Swanson, Margaret Kosmala, Chris Lintott
Leveraging Ontologies to Improve Model Generalization Automatically with Online Data Sources
/ 3981
Sasin Janpuangtong, Dylan A. Shell
HACKAR: Helpful Advice for Code Knowledge and Attack Resilience
/ 3987
Ugur Kuter, Mark Burstein, J. Benton, Daniel Bryce, Jordan Thayer, Steve McCoy
A Robust and Extensible Tool for Data Integration Using Data Type Models
/ 3993
Andres Quiroz, Eric Huang, Luca Ceriani
Maestoso: An Intelligent Educational Sketching Tool for Learning Music Theory
/ 3999
Paul Taele, Laura Barreto, Tracy Hammond
Preventing HIV Spread in Homeless Populations Using PSINET
/ 4006
Amulya Yadav, Leandro Soriano Marcolino, Eric Rice, Robin Petering, Hailey Winetrobe, Harmony Rhoades, Milind Tambe, Heather Carmichael
SKILL: A System for Skill Identification and Normalization
/ 4012
Meng Zhao, Faizan Javed, Ferosh Jacob, Matt McNair
Challenge Problem Papers
Elementary School Science and Math Tests as a Driver for AI: Take the Aristo Challenge!
/ 4019
Peter Clark
Time-Varying Clusters in Large-Scale Flow Cytometry
/ 4022
Jeremy Hyrkas, Daniel Halperin, Bill Howe
The Winograd Schema Challenge: Evaluating Progress in Commonsense Reasoning
/ 4024
Leora Morgenstern, Charles Ortiz
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